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Appsytec
AI ResearcherAppsytec • Melbourne, AU
AI Researcher

AI Researcher

Appsytec • Melbourne, AU
4 days ago
Job description

Experience in AI/ML research or applied AI research, preferably developing and evaluating machine learning models

On-site in Clayton

About the role

We are seeking an experienced AI Researcher for an opportunity working with a federal government department. The role will focus on researching and developing AI/ML approaches, investigating emerging techniques, designing and conducting experiments, and evaluating model performance. You will collaborate with researchers, data scientists and software engineers to develop and implement AI/ML solutions based on research findings.

Australian Citizenship is mandatory

Key responsibilities

  • Research and investigate AI/ML techniques and approaches relevant to real-world applications
  • Review and interpret academic research papers and emerging AI/ML techniques
  • Implement and experiment with algorithms and approaches from research papers
  • Design and conduct experiments to investigate and improve AI/ML models
  • Develop and fine-tune machine learning models using Python and relevant ML frameworks
  • Evaluate and benchmark model performance using appropriate metrics and comparative analysis
  • Analyse experimental results and identify opportunities for improvement
  • Work with large datasets, including data preparation, preprocessing and augmentation
  • Collaborate with software engineers to implement research findings into practical AI/ML solutions
  • Document research findings and contribute to technical reports and academic publications
  • Collaborate with researchers, data scientists and engineers throughout the research and implementation lifecycle

About you

  • Experience in AI/ML research, applied research or a closely related field
  • Strong Python programming and machine learning experience
  • Experience implementing or adapting approaches from academic research papers
  • Strong understanding of machine learning algorithms and AI model architectures
  • Experience developing, fine-tuning and experimenting with ML models
  • Experience designing experiments and evaluating/benchmarking model performance
  • Strong analytical and problem-solving skills
  • Experience with PyTorch and/or TensorFlow
  • Experience with areas such as computer vision, deep learning, Transformers, LLMs or generative AI
  • Experience with libraries such as NumPy, Hugging Face and/or Ultralytics would be highly relevant
  • Experience analysing experimental results and applying statistical or comparative analysis
  • Strong written and verbal communication skills, including the ability to document and present research findings
  • Experience contributing to research papers or academic publications would be advantageous

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AI Researcher • Melbourne, AU

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